Swarm

Follow the portable runtime contract for worker roles, concurrent execution, models, writable isolation, and unavailable-capability fallbacks.

Fan out N parallel workers through the current host. They may cover separate slices, race the same brief, or mix both. The parent waits, aggregates, and returns one report.

Start

Track one checklist entry per phase before launching anything. Use the host's planning facility when available; otherwise keep a compact checklist in the conversation or project-local decision trail.

1. Frame
2. Fan out
3. Aggregate
4. Report

Phase A: Frame